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Use Cases | Sensors

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Driver Drowsiness Detection App

This project aims at detecting whether a driver is feeling drowsy or is active while driving based on whether both the eyes of the driver are closed representing drowsiness or both the eyes are open using a CNN architecture.

vision keras CNN Sensors driving

Published: July 5, 2021, 5:26 p.m.

Car Damage Detection App

Detects whether the car is damaged or not.

vision keras CNN Sensors car

Published: July 16, 2021, 5:15 p.m.

Speech Emotion Recognition App

Speech Emotion Recognition is the task of recognizing emotion on the basis of your speech. It has applications in recognizing mood of a person.

tinyML mic audio speech keras

Published: Oct. 30, 2020, 7:54 p.m.

Predictive Maintenance Using L.S.T.M.

Predict run-to-failures of an airplane engine in real time.

TensorFlow IIoT Sensors LSTM

Published: Sept. 9, 2020, 2:30 p.m.

Emotion Detection App Using E.E.G.

Electroencephalography (EEG) is an electrophysiological monitoring method to record electrical activity of the brain.

tinyML keras Sensors EEG signal

Published: Oct. 15, 2020, 12:02 p.m.

Iot Based Gesture Recognition App

Gestures are mapped to accelerometer and gyroscope values during motion.

tinyML accelerometer gyroscope arduino keras

Published: Sept. 16, 2020, 12:30 p.m.

Brain Tumor Detection App

Nearly 18,000 adults die due to Brain Tumor. It's necessary that we devise a technique for early detection of the brain tumor using deep learning.

vision tinyML keras CNN Sensors

Published: Nov. 3, 2020, 10:15 p.m.

Pump Failure Detection App

Predicts whether a pump will fail in the next 24 hours or not.

TensorFlow keras IIoT Sensors

Published: Sept. 7, 2020, 6:22 p.m.

Heartbeat Anomaly Detection App Using E.C.G.

According to WHO 17.9 million people die each year due to Cardiovascular Diseases. Deep Learning can be used in early diagnosis using ECG (Electrocardiography).

tinyML keras Sensors signal medical

Published: Oct. 27, 2020, 1:40 p.m.

Diabetes Prediction App

Diabetes is a serious problem which many people face nowadays and which can lead to other serious health diseases. Deep learning can help to predict the risk of getting diabetic.

tinyML keras Sensors medical disease

Published: Dec. 2, 2020, 12:35 p.m.

Alzheimer Detection App

Alzheimer Detection using CNN

vision keras CNN Sensors disease

Published: July 14, 2021, 3:05 p.m.

Abalone Age Prediction App

Abalone is a common name for sea snails. Determining their age is a detailed process. Their shell is cut through the cone, stained and the rings are counted using a microscope. Here, we use measurements such as length, height, weight and other features to predict their age.

tinyML keras Sensors environment sea

Published: Feb. 10, 2021, 11:02 p.m.